$ECUAS_n$: A family of metrics for principled evaluation of uncertainty-augmented systems

In three linesNew ECUAS_n metric family for evaluating uncertainty-augmented systems that output predictions and uncertainty scores. Formalized as proper scoring rules, they enable tuning trade-offs between prediction errors and uncertainty imprecision per use-case. Validated on classification, generation, and TriviaQA.

Summary generated by Claude — human-verified